{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 雷达图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<a list of 5 Line2D gridline objects>,\n",
       " [Text(0, 20, '20'),\n",
       "  Text(0, 40, '40'),\n",
       "  Text(0, 60, '60'),\n",
       "  Text(0, 80, '80'),\n",
       "  Text(0, 100, '100')])"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(8, 6))\n",
    "\n",
    "x = np.linspace(0, 2 * np.pi, 6, endpoint=False)\n",
    "y = [80, 60, 90, 70, 40, 100]\n",
    "\n",
    "# 首尾相连\n",
    "x = np.concatenate((x, [x[0]]))\n",
    "y = np.concatenate((y, [y[0]]))\n",
    "\n",
    "axes = plt.subplot(111, polar=True)\n",
    "axes.plot(x, y, 'o-', lw = 2) # 连线\n",
    "axes.fill(x, y, alpha = 0.25) # 填充\n",
    "\n",
    "# 显示刻度\n",
    "axes.set_rgrids([20, 40, 60, 80, 100], fontsize=12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
